@inproceedings{f50c0878371041778dcb211ac78aa3ed,
title = "Complex system modeling using TSK fuzzy cellular automata and differential evolution",
abstract = "This paper presents a proposal to model the dynamics of complex systems that can be represented as homogeneous continuous cellular automata. The method includes a homogeneous fuzzy cellular automaton whose representative cell is a Takagi-Sugeno-Kang fuzzy system. This cell is tuned by means of the differential evolution algorithm, which tries to optimize a similarity measure between the dynamics of the target complex system and the automaton. The experiments show that our approach is able to obtain a valid model for a complex system that exhibits a two-dimensional nonlinear wave scheme.",
keywords = "Cellular automata, Complex systems, Evolutionary algorithms, Fuzzy modeling, Fuzzy systems",
author = "Jessica Chivata and Yeferson Luengas and Miguel Melgarejo and Nelson Obregon",
year = "2013",
doi = "10.1109/FUZZ-IEEE.2013.6622506",
language = "English",
isbn = "9781479900220",
series = "IEEE International Conference on Fuzzy Systems",
booktitle = "FUZZ-IEEE 2013 - 2013 IEEE International Conference on Fuzzy Systems",
note = "2013 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2013 ; Conference date: 07-07-2013 Through 10-07-2013",
}